Soak the dried chilies in hot water for 30 minutes. Drain. Remove stems and seeds.
In a food processor combine chili peppers, garlic, salt, and olive oil. Blend.
Add remaining spices and blend to form a smooth paste.
Store in airtight container. Drizzle a small amount of olive oil on top to keep fresh. Will keep for a month in the refrigerator.